Table REF  and Table REF  shows the detection performance of our proposed method and a comparison with other state-of-the-art methods on the PASCAL VOC 2007 test set. It can be seen that our proposed method improves the original Boosted-OICR[1]} code in 3.8% mAP, and outperformed WSDDN[2]}, OICR[3]}, WSCDN[4]}, MELM[5]} and other approaches by 1.5% \(\sim \)  10.6%. Meanwhile, our method achieved the highest AP results in 6 classes(aeroplane, bird, motorbike, cow, sheep and tv).
